Natural Language to Code Generation in Interactive Data Science Notebooks
Pengcheng Yin, Wen-Ding Li, Kefan Xiao, Abhishek S. Rao, Yeming Wen, Kensen Shi, J. J. Howland, Paige Bailey, Michele Catasta, Henryk Michalewski, Oleksandr Polozov, Charles Sutton
Abstract
Pengcheng Yin, Wen-Ding Li, Kefan Xiao, Abhishek Rao, Yeming Wen, Kensen Shi, Joshua Howland, Paige Bailey, Michele Catasta, Henryk Michalewski, Oleksandr Polozov, Charles Sutton. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2023.
Topics & Concepts
Computer scienceCode (set theory)Computational linguisticsNatural languageProgramming languageNatural language generationLinguisticsLibrary scienceNatural language processingPhilosophySet (abstract data type)Natural Language Processing TechniquesTopic ModelingComputational Physics and Python Applications